COMP 47650 (Deep Learning) Group Project

Prerequisites

In order to run this project you will need:

• numpy
• tensorflow
• opencv-python
• pandas
• seaborn
• matplotlib
• kaggle chest-xray-pneumonia dataset

Running the Project

After downloading the necessary dependencies listed above, the steps outlined below can be followed to get the project running

1. Clone or download this repository
2. Ensure that the downloaded dataset is within the same directory as the  project.
3. Navigate within the dataset and delete the directory "./chest_xray/chest_xray", as subdirectory contains duplicated data
4. Open the "model.ipynb" file to train a new model*

* Note that after running an experiment cell, the kernel must be restarted before another is ran

Authors

• Peter Major - 16375246
• Kelsey Osos - 16375246
• George Ridgway - 16201972